[go: up one dir, main page]

CN101467412A - Signal detection in multicarrier communication system - Google Patents

Signal detection in multicarrier communication system Download PDF

Info

Publication number
CN101467412A
CN101467412A CN200780021607.6A CN200780021607A CN101467412A CN 101467412 A CN101467412 A CN 101467412A CN 200780021607 A CN200780021607 A CN 200780021607A CN 101467412 A CN101467412 A CN 101467412A
Authority
CN
China
Prior art keywords
signal
frequency components
radio
frequency
decision
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN200780021607.6A
Other languages
Chinese (zh)
Other versions
CN101467412B (en
Inventor
K·让森
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Nokia Technologies Oy
Original Assignee
Nokia Oyj
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Nokia Oyj filed Critical Nokia Oyj
Publication of CN101467412A publication Critical patent/CN101467412A/en
Application granted granted Critical
Publication of CN101467412B publication Critical patent/CN101467412B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L27/00Modulated-carrier systems
    • H04L27/26Systems using multi-frequency codes
    • H04L27/2601Multicarrier modulation systems
    • H04L27/2647Arrangements specific to the receiver only
    • H04L27/2655Synchronisation arrangements
    • H04L27/2668Details of algorithms
    • H04L27/2673Details of algorithms characterised by synchronisation parameters
    • H04L27/2675Pilot or known symbols
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B17/00Monitoring; Testing
    • H04B17/30Monitoring; Testing of propagation channels
    • H04B17/309Measuring or estimating channel quality parameters
    • H04B17/318Received signal strength
    • H04B17/327Received signal code power [RSCP]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L27/00Modulated-carrier systems
    • H04L27/26Systems using multi-frequency codes
    • H04L27/2601Multicarrier modulation systems
    • H04L27/2647Arrangements specific to the receiver only
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L27/00Modulated-carrier systems
    • H04L27/26Systems using multi-frequency codes
    • H04L27/2601Multicarrier modulation systems
    • H04L27/2647Arrangements specific to the receiver only
    • H04L27/2655Synchronisation arrangements
    • H04L27/2662Symbol synchronisation
    • H04L27/2663Coarse synchronisation, e.g. by correlation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L27/00Modulated-carrier systems
    • H04L27/26Systems using multi-frequency codes
    • H04L27/2601Multicarrier modulation systems
    • H04L27/2647Arrangements specific to the receiver only
    • H04L27/2655Synchronisation arrangements
    • H04L27/2668Details of algorithms
    • H04L27/2669Details of algorithms characterised by the domain of operation
    • H04L27/2672Frequency domain
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L5/00Arrangements affording multiple use of the transmission path
    • H04L5/02Channels characterised by the type of signal
    • H04L5/023Multiplexing of multicarrier modulation signals, e.g. multi-user orthogonal frequency division multiple access [OFDMA]

Landscapes

  • Engineering & Computer Science (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Quality & Reliability (AREA)
  • Physics & Mathematics (AREA)
  • Electromagnetism (AREA)
  • Mobile Radio Communication Systems (AREA)
  • Circuits Of Receivers In General (AREA)
  • Synchronisation In Digital Transmission Systems (AREA)

Abstract

本发明提供一种信号检测机制。根据提供的信号检测机制,接收的信号在频域中与参考信号相关。因而,计算接收的信号的接收功率并且利用接收功率来标准化相关度值。因此,当将在接收的信号与参考信号之间的相关度与阈值进行比较以便确定接收的信号是所需信号还是噪声时无论接收的信号的接收功率如何都可以使用单个阈值。

The present invention provides a signal detection mechanism. According to the signal detection mechanism provided, the received signal is correlated with the reference signal in the frequency domain. Thus, the received power of the received signal is calculated and the correlation value is normalized with the received power. Therefore, a single threshold may be used regardless of the reception power of the received signal when comparing the correlation between the received signal and the reference signal with the threshold in order to determine whether the received signal is a desired signal or noise.

Description

多载波通信系统中的信号检测 Signal Detection in Multi-Carrier Communication Systems

技术领域 technical field

本发明总体涉及在无线电接收器中实现的信号处理并且具体地涉及一种在能够接收和处理根据多载波数据传输机制传输的信号的无线电接收器中的信号检测。The present invention relates generally to signal processing implemented in a radio receiver and in particular to signal detection in a radio receiver capable of receiving and processing signals transmitted according to a multi-carrier data transmission mechanism.

背景技术 Background technique

多载波数据传输机制已经被广泛地研究并且在某一程度上用作为在两个独立通信设备之间或者在无线电信系统中的高速无线数据传输机制。这样的多载波数据传输机制例如包括正交频分复用(OFDM)机制。在多载波系统中通常在多个子载波上并行传输数个数据符号。为了实现在发射器与接收器之间的数据传输,接收器必须能够检测发射器传输的给定同步或者导频信号。同步或者导频信号可能由于无线电信道引起的衰落而衰减、因此可能以很低的功率水平到达接收器。因此,需要一种用于检测在无线电接收器中接收的多载波信号内的同步信号和/或导频信号的高效信号检测方法。Multi-carrier data transmission mechanisms have been extensively studied and used to some extent as high-speed wireless data transmission mechanisms between two independent communication devices or in wireless telecommunication systems. Such multi-carrier data transmission schemes include, for example, Orthogonal Frequency Division Multiplexing (OFDM) schemes. In a multicarrier system several data symbols are usually transmitted in parallel on multiple subcarriers. In order to achieve data transmission between a transmitter and a receiver, the receiver must be able to detect a given synchronization or pilot signal transmitted by the transmitter. Synchronization or pilot signals may be attenuated due to fading caused by the radio channel and thus may reach the receiver at a very low power level. Therefore, there is a need for an efficient signal detection method for detecting synchronization signals and/or pilot signals within a multi-carrier signal received in a radio receiver.

在OFDM系统中可以在时域或者频域中实现信号检测。信号检测通常基于为了检测而处理的接收信号的相关度。信号检测过程可能是盲目的或者由导频辅助的。在盲目信号检测中通常利用接收的信号的自相关性质、特别是通过使用循环前缀而造成的相关性质。在由导频辅助的信号检测中,接收的信号与已知信号相关,而如果两个信号具有足够相关度,则确定已经检测到信号。Signal detection can be implemented in the time domain or the frequency domain in an OFDM system. Signal detection is generally based on correlations of received signals that are processed for detection. The signal detection process may be blind or pilot assisted. The autocorrelation properties of the received signal, in particular the correlation properties caused by the use of cyclic prefixes, are often used in blind signal detection. In pilot assisted signal detection, a received signal is correlated with a known signal, and if the two signals have sufficient correlation, it is determined that the signal has been detected.

信号检测通常基于接收的信号的计算相关度值与阈值的比较。由于根据具有给定的接收功率电平的信号采样来计算相关度值,所以相关度值受接收信号的接收功率影响。因此,必须通过将接收信号的接收功率纳入考虑之中来计算阈值。在实践中,必须为每个信号检测过程计算阈值。这增加了信号处理量,并因此增加了实现信号检测过程的无线电接收器的复杂度。Signal detection is generally based on a comparison of a calculated correlation value of the received signal with a threshold. Since the correlation value is calculated from signal samples having a given received power level, the correlation value is influenced by the received power of the received signal. Therefore, the threshold must be calculated by taking the received power of the received signal into consideration. In practice, thresholds must be calculated for each signal detection process. This increases the amount of signal processing and thus the complexity of the radio receiver implementing the signal detection process.

发明内容 Contents of the invention

本发明的一个目的在于提供一种用于在无线电接收器中信号检测的改进解决机制。It is an object of the present invention to provide an improved solution for signal detection in radio receivers.

根据本发明的一个方面,提供一种在无线电接收器中的信号检测方法。该方法包括:接收第一无线电信号;将接收的第一无线电信号变换到频域中;选择已变换的第一无线电信号的一个或者多个具体频率分量,由此获得位于所选一个或者多个频率分量的信号的频域表示;将位于所选一个或者多个频率分量的信号的频域表示与参考信号相关,由此产生相关度值,该相关度值描述了在位于所选一个或者多个频率分量的信号与参考信号之间的相似度;为位于所选一个或者多个频率分量的信号估计接收功率值;根据相关度值和接收功率值来计算判决度量;以及基于判决度量来确定位于所选一个或者多个频率分量的信号是所需信号还是噪声。According to an aspect of the present invention, a signal detection method in a radio receiver is provided. The method includes: receiving a first radio signal; transforming the received first radio signal into the frequency domain; selecting one or more specific frequency components of the transformed first radio signal, thereby obtaining A frequency-domain representation of a signal with frequency components; correlating the frequency-domain representation of a signal at one or more selected frequency components with a reference signal, thereby generating a correlation value that describes the The similarity between the signal of each frequency component and the reference signal; estimate the received power value for the signal located at one or more selected frequency components; calculate the decision metric according to the correlation value and the received power value; and determine based on the decision metric Whether the signal at the selected frequency component or components is a desired signal or noise.

根据本发明的另一方面,提供一种无线电接收器。该无线电接收器包括:通信接口,其配置用于接收无线电信号;以及处理单元。该处理单元被配置用于:通过通信接口接收第一无线电信号;将接收的第一无线电信号变换到频域中;选择已变换的第一无线电信号的一个或者多个具体频率分量,由此获得位于所选一个或者多个频率分量的信号的频域表示;将位于所选一个或者多个频率分量的信号的频域表示与参考信号相关,由此产生相关度值,该相关度值描述了在位于所选一个或者多个频率分量的信号与参考信号之间的相似度;为位于所选一个或者多个频率分量的信号估计接收功率值;根据相关度值和接收功率值来计算判决度量;以及基于判决度量来确定位于所选一个或者多个频率分量的信号是所需信号还是噪声。According to another aspect of the present invention, a radio receiver is provided. The radio receiver includes: a communication interface configured to receive radio signals; and a processing unit. The processing unit is configured to: receive a first radio signal via a communication interface; transform the received first radio signal into the frequency domain; select one or more specific frequency components of the transformed first radio signal, thereby obtaining A frequency-domain representation of a signal at the selected one or more frequency components; correlating the frequency-domain representation of the signal at the selected one or more frequency components with a reference signal, thereby producing a correlation value that describes Similarity between a signal at the selected one or more frequency components and a reference signal; estimate a received power value for a signal at the selected one or more frequency components; calculate a decision metric based on the correlation value and the received power value ; and determining whether the signal at the selected one or more frequency components is a desired signal or noise based on the decision metric.

根据本发明的另一方面,提供一种用于在无线通信网络中使用的移动终端。该移动终端包括无线电接收器,该无线电接收器被配置用于:接收第一无线电信号;将接收的第一无线电信号变换到频域中;选择已变换的第一无线电信号的一个或者多个具体频率分量,由此获得位于所选一个或者多个频率分量的信号的频域表示;将位于所选一个或者多个频率分量的信号的频域表示与参考信号相关,由此产生相关度值,该相关度值描述了在位于所选一个或者多个频率分量的信号与参考信号之间的相似度;为位于所选一个或者多个频率分量的信号估计接收功率值;根据相关度值和接收功率值来计算判决度量;以及基于判决度量来确定位于所选一个或者多个频率分量的信号是所需信号还是噪声。According to another aspect of the present invention, a mobile terminal for use in a wireless communication network is provided. The mobile terminal includes a radio receiver configured to: receive a first radio signal; transform the received first radio signal into the frequency domain; select one or more specific components of the transformed first radio signal frequency components, thereby obtaining a frequency domain representation of a signal located at one or more selected frequency components; correlating the frequency domain representation of a signal located at one or more selected frequency components with a reference signal, thereby generating a correlation value, The correlation value describes the similarity between the signal located in the selected one or more frequency components and the reference signal; the received power value is estimated for the signal located in the selected one or more frequency components; according to the correlation value and the received calculating a decision metric based on the power value; and determining whether the signal at the selected one or more frequency components is a desired signal or noise based on the decision metric.

根据本发明的另一方面,提供一种计算机可读的计算机程序分发介质,该计算机程序分发介质对用于执行计算机过程的计算机程序指令进行编码,该计算机过程用于在无线电接收器中的信号检测。该过程包括:接收第一无线电信号;将接收的第一无线电信号变换到频域中;选择已变换的第一无线电信号的一个或者多个具体频率分量,由此获得位于所选一个或者多个频率分量的信号的频域表示;将位于所选一个或者多个频率分量的信号的频域表示与参考信号相关,由此产生相关度值,该相关度值描述了在位于所选一个或者多个频率分量的信号与参考信号之间的相似度;为位于所选一个或者多个频率分量的信号估计接收功率值;根据相关度值和接收功率值来计算判决度量;以及基于判决度量来确定位于所选一个或者多个频率分量的信号是所需信号还是噪声。According to another aspect of the present invention there is provided a computer-readable computer program distribution medium encoding computer program instructions for executing a computer process for signaling in a radio receiver detection. The process includes: receiving a first radio signal; transforming the received first radio signal into the frequency domain; selecting one or more specific frequency components of the transformed first radio signal, thereby obtaining A frequency-domain representation of a signal with frequency components; correlating the frequency-domain representation of a signal at one or more selected frequency components with a reference signal, thereby generating a correlation value that describes the The similarity between the signal of each frequency component and the reference signal; estimate the received power value for the signal located at one or more selected frequency components; calculate the decision metric according to the correlation value and the received power value; and determine based on the decision metric Whether the signal at the selected frequency component or components is a desired signal or noise.

本发明提供若干优点。本发明实现对在给定的子载波上与在其它子载波上传输的其它一个或者多个信号已经同时传输的信号的更鲁棒检测。此外,本发明无论为了检测而处理的信号的接收功率电平如何都实现简化的信号检测。The present invention provides several advantages. The invention enables a more robust detection of a signal that has been transmitted on a given subcarrier simultaneously with one or more other signals transmitted on other subcarriers. Furthermore, the invention enables simplified signal detection regardless of the received power level of the signal being processed for detection.

附图说明 Description of drawings

在下文中将参照实施方式和附图更具体地描述本发明,在附图中:Hereinafter, the present invention will be described in more detail with reference to embodiments and accompanying drawings, in which:

图1图示了本发明实施方式可以实施于其中的示例通信系统的框图;Figure 1 illustrates a block diagram of an example communication system in which embodiments of the present invention may be implemented;

图2图示了在根据本发明一个实施方式的无线电接收器中接收的多载波信号的频率频谱的示例;Figure 2 illustrates an example of the frequency spectrum of a multi-carrier signal received in a radio receiver according to one embodiment of the invention;

图3图示了根据本发明一个实施方式在无线电接收中实现的信号检测;Figure 3 illustrates signal detection implemented in radio reception according to one embodiment of the invention;

图4图示了根据本发明另一实施方式在无线电接收器中实现的信号检测;Figure 4 illustrates signal detection implemented in a radio receiver according to another embodiment of the invention;

图5图示了根据本发明又一实施方式在无线电接收器中实现的信号检测;以及Figure 5 illustrates signal detection implemented in a radio receiver according to yet another embodiment of the present invention; and

图6是图示了根据本发明一个实施方式的信号检测过程的流程图。FIG. 6 is a flowchart illustrating a signal detection process according to one embodiment of the present invention.

具体实施方式 Detailed ways

参照图1,考察本发明实施方式可以应用于其中的通信系统的示例。通信系统可以是诸如通用移动电信系统(UMTS)、无线局域网(WLAN)等移动通信系统。可选地,通信系统可以包括两个独立通信设备,例如相互无线通信的两个移动电话。通信系统可以利用多载波数据传输机制、比如正交频分复用(OFDM)。Referring to Figure 1, an example of a communication system to which embodiments of the present invention may be applied is examined. The communication system may be a mobile communication system such as Universal Mobile Telecommunications System (UMTS), Wireless Local Area Network (WLAN), or the like. Alternatively, the communication system may comprise two independent communication devices, such as two mobile phones, in wireless communication with each other. Communication systems may utilize multi-carrier data transmission mechanisms such as Orthogonal Frequency Division Multiplexing (OFDM).

参照图1,考察本发明实施方式可以应用于其中的无线电接收器100的结构示例。图1中的无线电接收器100是能够无线通信并且能够至少接收通过无线电信道传输的信息的无线电接收器100。无线电接收器100可以能够接收根据OFDM技术传输的信息。无线电接收器100可以例如是个人移动通信或者信息处理设备,比如计算机、PDA(个人数字助理)或者无线通信系统的移动终端。无线电接收器100也可以是通信网络的单元,比如移动通信系统的基站或者通向WLAN的接入点。另外,无线电接收器可以是电子设备中根据本发明实施方式来接收和处理无线电信号的部件。Referring to FIG. 1 , an example of the structure of a radio receiver 100 to which the embodiment of the present invention can be applied will be considered. The radio receiver 100 in FIG. 1 is a radio receiver 100 capable of wireless communication and capable of at least receiving information transmitted over a radio channel. The radio receiver 100 may be capable of receiving information transmitted according to OFDM technology. The radio receiver 100 may eg be a personal mobile communication or information processing device, such as a computer, a PDA (Personal Digital Assistant) or a mobile terminal of a wireless communication system. The radio receiver 100 can also be a unit of a communication network, such as a base station of a mobile communication system or an access point to a WLAN. In addition, a radio receiver may be a component in an electronic device that receives and processes radio signals according to an embodiment of the present invention.

无线电接收器100包括用于接收通过无线电信道传输的信息的通信接口108。通信接口108可以是配置用于接收通过使用上述任何通信技术传输的信息的接收单元。通信接口108可以被配置用于将接收的信息信号处理到某一程度。通信接口108可以被配置用于对接收的信息信号进行滤波和放大以及将模拟信息信号转换成数字形式。除了接收信息信号之外,通信接口108可以被配置用于通过无线电信道传输信息信号。The radio receiver 100 comprises a communication interface 108 for receiving information transmitted over a radio channel. The communication interface 108 may be a receiving unit configured to receive information transmitted using any of the communication techniques described above. Communication interface 108 may be configured to process received information signals to some extent. Communication interface 108 may be configured to filter and amplify received information signals and to convert analog information signals to digital form. In addition to receiving information signals, communication interface 108 may be configured to transmit information signals over a radio channel.

无线电接收器100还包括配置用于控制无线电接收器100的操作的处理单元104。处理单元104可以被配置用于处理通过通信接口108接收的信息。具体而言,处理单元104可以被配置用于对接收的信息执行数字信号处理算法以便可靠地检测传输的信息信号。可以利用具有计算机可读介质上嵌入的适当软件的数字信号处理器或者利用分立逻辑电路、例如利用ASIC(专用集成电路)来实施处理单元104。The radio receiver 100 also includes a processing unit 104 configured to control the operation of the radio receiver 100 . The processing unit 104 may be configured to process information received via the communication interface 108 . In particular, the processing unit 104 may be configured to perform digital signal processing algorithms on received information in order to reliably detect transmitted information signals. The processing unit 104 may be implemented with a digital signal processor with appropriate software embedded on a computer readable medium, or with discrete logic circuits, for example with an ASIC (Application Specific Integrated Circuit).

无线电接收器100还可以包括用于存储信息的存储器单元106。存储器单元106可以是任何非易失性存储器类型。存储器单元106可以存储无线电接收器的操作所必需的软件、也存储无线电信号的接收和处理所必需的具体参数。The radio receiver 100 may also include a memory unit 106 for storing information. Memory unit 106 may be any type of non-volatile memory. The memory unit 106 may store software necessary for the operation of the radio receiver, and also specific parameters necessary for the reception and processing of radio signals.

无线电接收器100还可以包括用于在无线电接收器与无线电接收器100的用户之间交互的用户接口102。用户接口102可以包括输入设备,比如键盘或者键区、显示设备、麦克风和扬声器。The radio receiver 100 may also include a user interface 102 for interaction between the radio receiver and a user of the radio receiver 100 . User interface 102 may include input devices such as a keyboard or keypad, a display device, a microphone, and speakers.

无线电接收器100可以具有与包括通信接口114和处理单元112的无线电发射器110的连接。无线电发射器110可以具有根据OFDM技术传输信息的能力,即具有传输多载波OFDM信号的能力。The radio receiver 100 may have a connection to a radio transmitter 110 comprising a communication interface 114 and a processing unit 112 . The radio transmitter 110 may have the capability to transmit information according to OFDM techniques, ie to transmit multi-carrier OFDM signals.

接着将参照图2至图5描述根据本发明一个实施方式在无线电接收器100中实现的信号检测。Next, signal detection implemented in the radio receiver 100 according to one embodiment of the present invention will be described with reference to FIGS. 2 to 5 .

图2图示了在无线电接收器100中可以接收的OFDM信号的频域表示示例。如本领域中所知,OFDM信号是包括居中于不同频率的多个子载波的多载波信号。如图2所示,子载波的频率频谱可以重叠。根据OFDM传输技术,在OFDM符号间隔期间在多个子载波上传输数据。可以在多载波OFDM信号的每个子载波上或者仅在给定的子载波上、例如在每第N个子载波上传输给定的信号。根据后一机制,多载波OFDM信号的子载波可以在OFDM符号间隔中分配给多个不同信号。在图2中,多载波OFDM信号的子载波已经分配给三个信号S1、S2和S3。信号S1位于中心频率为f1、f4和f7的子载波,信号S2位于中心频率为f2、f5和f8的子载波,而信号S3位于中心频率为f3和f6的子载波。信号S1、S2和S3之一可以是无线电接收器100例如出于同步目的而尝试检测的所需信号。因而,所需信号可以例如是同步信号或者导频信号。为了实现在发射器与接收器之间的数据传输,接收器必须检测发射器传输的信号。当已经检测到发射器传输的信号如同步信号时,接收器激活数据接收所需的其它过程。这样的过程可以例如包括与同步信号的同步。FIG. 2 illustrates an example of a frequency domain representation of an OFDM signal that may be received in the radio receiver 100 . As known in the art, an OFDM signal is a multicarrier signal comprising multiple subcarriers centered at different frequencies. As shown in Figure 2, the frequency spectrum of the subcarriers may overlap. According to the OFDM transmission technique, data is transmitted on multiple subcarriers during an OFDM symbol interval. A given signal may be transmitted on every subcarrier of a multicarrier OFDM signal or only on given subcarriers, for example every Nth subcarrier. According to the latter mechanism, subcarriers of a multi-carrier OFDM signal can be allocated to multiple different signals in an OFDM symbol interval. In Fig. 2, subcarriers of a multi-carrier OFDM signal have been allocated to three signals S1, S2 and S3. Signal S1 is located on subcarriers centered on frequencies f1, f4 and f7, signal S2 is located on subcarriers centered on frequencies f2, f5 and f8, and signal S3 is located on subcarriers centered on frequencies f3 and f6. One of the signals S1 , S2 and S3 may be a desired signal that the radio receiver 100 is trying to detect, eg for synchronization purposes. Thus, the desired signal may eg be a synchronization signal or a pilot signal. In order to realize the data transmission between the transmitter and the receiver, the receiver must detect the signal transmitted by the transmitter. When a signal transmitted by the transmitter, such as a synchronization signal, has been detected, the receiver activates other processes required for data reception. Such a process may eg include synchronization with a synchronization signal.

可以按照正确信号检测相对于假警报的数量来确定信号检测机制的性能。假警报意味着已经将其它信号如噪声检测为所需信号(例如同步信号)。在这样的情况中,接收器尝试与错误信号或者甚至与噪声同步,这造成接收器中不必要的操作。如上文提到的那样,信号检测通常基于接收的信号的相关性质与阈值的比较。基于该比较,将接收的信号确定为所需信号或者噪声。阈值应当设置为使得信号检测器一方面能够检测甚至弱信号而另一方面使假警报最少、即使将噪声检测为所需信号的这种检测最少。为了减少无线电接收器中信号检测算法的计算复杂度,无论接收信号的接收功率如何都可以使用的通用阈值将是有利的。The performance of the signal detection mechanism can be determined in terms of the number of correct signal detections versus false alarms. A false alarm means that other signals such as noise have been detected as the desired signal (eg synchronization signal). In such a situation, the receiver tries to synchronize with the wrong signal or even with noise, which causes unnecessary operation in the receiver. As mentioned above, signal detection is generally based on a comparison of a correlation property of the received signal with a threshold. Based on the comparison, the received signal is determined to be a desired signal or noise. The threshold should be set such that the signal detector on the one hand is able to detect even weak signals and on the other hand minimizes false alarms, even detection of noise as the desired signal. In order to reduce the computational complexity of signal detection algorithms in radio receivers, a common threshold that can be used regardless of the received power of the received signal would be advantageous.

图3图示了根据本发明一个实施方式的信号检测机制。在无线电接收器(例如无线电接收器100)中接收无线电信号。接收的无线电信号可以是具有图2中所示结构的多载波OFDM无线电信号或者它可以是噪声。无线电接收器100并不知道这一点,因此它执行信号检测过程。无线电接收器100处理接收的无线电信号就如同它是多载波OFDM信号一样处理。因而,多载波OFDM信号中的不同信号将分配给多载波信号的不同子载波。通过无线电接收器10的天线接收的无线电信号先被滤波、放大并且转换到基带(未图示)。然后在A/D转换器300中对接收的无线电信号进行模拟到数字转换。数字化的无线电信号然后在傅立叶变换器302中通过傅立叶变换而变换到频域中,由此产生接收的无线电信号的频域表示。可以通过利用快速傅立叶(FFT)算法来执行傅立叶变换。Figure 3 illustrates a signal detection mechanism according to one embodiment of the present invention. Radio signals are received in a radio receiver, such as radio receiver 100 . The received radio signal may be a multi-carrier OFDM radio signal having the structure shown in Fig. 2 or it may be noise. The radio receiver 100 does not know this, so it performs a signal detection process. The radio receiver 100 processes the received radio signal as if it were a multi-carrier OFDM signal. Thus, different signals in a multicarrier OFDM signal will be allocated to different subcarriers of the multicarrier signal. Radio signals received by the antenna of the radio receiver 10 are first filtered, amplified and converted to baseband (not shown). The received radio signal is then converted from analog to digital in the A/D converter 300 . The digitized radio signal is then transformed into the frequency domain by means of a Fourier transform in a Fourier transformer 302, thereby producing a frequency domain representation of the received radio signal. The Fourier transform may be performed by utilizing a Fast Fourier (FFT) algorithm.

接收的无线电信号的频域表示然后馈送到子载波选择器304,该子载波选择器选择接收的无线电信号的一个或者多个具体频率分量或者子载波上的信号。选择一个或者多个具体频率分量上的信号以供信号检测。子载波选择器304可以例如选择已知包含如下子载波的那些频率分量,这些子载波携带同步信号或者导频信号。回到图2,假设无线电接收器尝试检测同步信号S1。因而,子载波选择器304选择中心频率为f1、f4和f7、而带宽与已知的OFDM子载波带宽对应的频率分量。因而,无线电接收器获得具有频率分量f1、f4和f7的信号S。子载波选择器304可以例如通过滤除不需要的频率分量来选择所需频率分量。应当注意无线电接收器可以知道为了检测同步信号而应当检验哪一个或者多个分量。The frequency domain representation of the received radio signal is then fed to a subcarrier selector 304, which selects a signal on one or more specific frequency components or subcarriers of the received radio signal. Signals at one or more specific frequency components are selected for signal detection. The subcarrier selector 304 may eg select those frequency components known to contain subcarriers carrying synchronization signals or pilot signals. Returning to Fig. 2, assume that the radio receiver attempts to detect the synchronization signal S1. Thus, the subcarrier selector 304 selects the frequency components whose center frequencies are f1, f4 and f7 and whose bandwidth corresponds to the known OFDM subcarrier bandwidth. Thus, the radio receiver obtains a signal S having frequency components f1, f4 and f7. Subcarrier selector 304 may select desired frequency components, eg, by filtering out unwanted frequency components. It should be noted that the radio receiver can know which component or components should be checked in order to detect the synchronization signal.

位于所选频率分量的信号S从子载波选择器304馈送到相关器308和功率估计器306。相关器308将从子载波选择器304接收的信号与参考信号相关以便计算相关度值。参考信号可以预先存储于无线电接收器100的存储器单元106中。如果从子载波选择器接收的信号为S(n)而参考信号为SR(n),其中二者均包括N(n=1至N)个采样,则可以根据下式来计算相关度值:The signal S at the selected frequency component is fed from the subcarrier selector 304 to a correlator 308 and a power estimator 306 . The correlator 308 correlates the signal received from the subcarrier selector 304 with the reference signal to calculate a correlation value. The reference signal may be pre-stored in the memory unit 106 of the radio receiver 100 . If the signal received from the subcarrier selector is S(n) and the reference signal is SR(n), where both include N (n=1 to N) samples, then the correlation value can be calculated according to the following equation:

CC == ΣΣ NN SS (( nno )) SRSR (( nno )) -- -- -- (( 11 ))

采样n可以是信号S和SR的频域采样。因此,信号S的频域表示与参考信号SR的频域表示相关。相关器308随即输出相关度值C。在这一阶段应当注意无线电接收器100知道它尝试检测的传输同步信号的波形并且参考信号具有对应波形。在理想情况中,当接收的信号实际上是无线电接收器尝试检测的信号时S(n)=SR(n)。如果无线电接收器100不知道接收的信号S(n)的相位,则相关器100可以按照在信号S(n)与SR(n)之间的不同时间移位来计算方程(1)并且选择最大值。相关器308可以是称为滑动相关器的这一类型。Sample n may be a frequency domain sample of signals S and SR. Thus, the frequency domain representation of the signal S is related to the frequency domain representation of the reference signal SR. The correlator 308 then outputs a correlation value C. It should be noted at this stage that the radio receiver 100 knows the waveform of the transmitted synchronization signal it is trying to detect and that the reference signal has a corresponding waveform. In the ideal case, S(n)=SR(n) when the received signal is actually the signal that the radio receiver is trying to detect. If the radio receiver 100 does not know the phase of the received signal S(n), the correlator 100 can calculate equation (1) with different time shifts between the signal S(n) and SR(n) and choose the largest value. The correlator 308 may be of the type known as a sliding correlator.

功率估计器306估计从子载波选择器304接收的信号S的接收功率、即信号S在所选频率分量f1、f4和f7上的接收功率。功率估计器306可以根据下式来计算接收功率值P:The power estimator 306 estimates the received power of the signal S received from the subcarrier selector 304, that is, the received power of the signal S on the selected frequency components f1, f4 and f7. The power estimator 306 can calculate the received power value P according to the following formula:

PP == ΣΣ NN || SS (( nno )) || 22 -- -- -- (( 22 ))

功率估计器306然后输出信号在所选频率分量上的计算接收功率值。The power estimator 306 then outputs the calculated received power value of the signal at the selected frequency component.

除法器310接收来自相关器308的相关度值C和来自功率估计器306的接收功率值P。除法器310将相关度值C除以接收功率值P,由此标准化相关度值C的功率并且因此消除接收功率对相关度值C的影响。作为结果,310除法器输出向比较器312馈送的判决度量。比较器312比较判决度量与阈值以便确定接收的信号S是否具有与参考信号SR的足够相关度。阈值可以预先存储于存储器单元106中。如果判决度量高于阈值,则比较器312确定接收的信号S是否为所需信号(同步信号S1)。因而,比较器可以输出如下信号,该信号激活无线电接收器100中的同步过程,使得无线电接收器100可以开始将自身与同步信号同步。另一方面,如果判决度量低于阈值,则比较器312确定接收的信号S为噪声。因而,比较器312可以输出如下信号,该信号指示了在接收的信号中没有发现所需信号。The divider 310 receives the correlation value C from the correlator 308 and the received power value P from the power estimator 306 . The divider 310 divides the correlation value C by the received power value P, thereby normalizing the power of the correlation value C and thus canceling the influence of the received power on the correlation value C. As a result, the divider 310 outputs a decision metric that feeds a comparator 312 . A comparator 312 compares the decision metric with a threshold in order to determine whether the received signal S has a sufficient correlation with the reference signal SR. The threshold value may be pre-stored in the memory unit 106 . If the decision metric is above the threshold, the comparator 312 determines whether the received signal S is the desired signal (synchronization signal S1). Thus, the comparator may output a signal that activates a synchronization process in the radio receiver 100 such that the radio receiver 100 may start to synchronize itself to the synchronization signal. On the other hand, if the decision metric is below the threshold, the comparator 312 determines that the received signal S is noise. Accordingly, the comparator 312 may output a signal indicating that the desired signal is not found in the received signals.

除法器310与功率估计器306一起实现的功率规范化简化了信号检测过程,使得无论接收的信号的接收功率如何都可以应用同一固定阈值。因此无需为各信号检测过程分别计算阈值。这明显简化信号检测过程。The power normalization implemented by divider 310 in conjunction with power estimator 306 simplifies the signal detection process such that the same fixed threshold can be applied regardless of the received power of the received signal. There is therefore no need to calculate thresholds separately for each signal detection process. This significantly simplifies the signal detection process.

在上文参照图3描述的实施方式中,以及针对位于多个频率分量的信号来计算相关过程和接收功率估计过程。这表示已经联合地处理多个频率分量。如上文提到的那样,无线电接收器100尝试检测的信号S1的各子载波(频率分量)在OFDM符号间隔期间携带一个符号。因而,中心频率为f1、f4和f7的子载波上的信号S1在OFDM符号间隔期间携带三个符号。因此,信号S1是三个符号之和。因而,在相关过程中使用的参考信号SR可以是三个对应符号之和。In the embodiment described above with reference to FIG. 3 , the correlation process and the received power estimation process are calculated for signals located at a plurality of frequency components as well. This means that multiple frequency components have been jointly processed. As mentioned above, each subcarrier (frequency component) of the signal S1 that the radio receiver 100 tries to detect carries one symbol during the OFDM symbol interval. Thus, signal S1 on subcarriers centered at f1, f4 and f7 carries three symbols during the OFDM symbol interval. Therefore, signal S1 is the sum of three symbols. Thus, the reference signal SR used in the correlation process may be the sum of three corresponding symbols.

图4图示了本发明的另一实施方式,其中分别在相关器400中和在功率估计器402中处理子载波选择器304选择的频率分量。相关器400将各所选频率分量上的信号分别与对应参考信号相关,由此产生与所选频率分量的数目一样多的相关度值。同样假设子载波选择器304已经选择中心频率为f1、f4和f7的频率分量上的信号S。根据本发明的这一实施方式,信号S划分成各自分别与中心频率为f1、f4和f7的频率分量关联的信号S1、S2和S3。然后,相关器400将各信号S1、S2和S3分别与对应参考信号SR1、SR2和SR3相关。可以根据方程(1)实现相关。例如,信号S1与如下参考信号相关,该参考信号代表已知将要在中心频率为f1的子载波上传输的信号。因而,相关器400输出分别与信号S1、S2和S3关联的相关度值C1、C4、C7。Fig. 4 illustrates another embodiment of the invention, where the frequency components selected by the subcarrier selector 304 are processed in the correlator 400 and in the power estimator 402, respectively. The correlator 400 correlates the signals on each selected frequency component with the corresponding reference signal, thereby generating as many correlation values as the number of selected frequency components. It is also assumed that the subcarrier selector 304 has selected the signal S on frequency components whose center frequencies are f1, f4 and f7. According to this embodiment of the invention, the signal S is divided into signals S1 , S2 and S3 each associated with a frequency component having center frequencies f1 , f4 and f7 respectively. The correlator 400 then correlates each signal S1, S2 and S3 with a corresponding reference signal SR1, SR2 and SR3, respectively. Correlation can be achieved according to equation (1). For example, signal S1 is correlated with a reference signal representing a signal known to be transmitted on a subcarrier centered at frequency fl. Accordingly, the correlator 400 outputs correlation values C1, C4, C7 associated with the signals S1, S2 and S3, respectively.

类似地,功率估计器402分别为各频率分量、即分别为信号S1、S2和S3估计信号S的接收功率。可以根据方程(2)实现接收功率估计。因而,功率估计器302分别输出用于信号S1、S2和S3的相关功率值P1、P4、P7。Similarly, the power estimator 402 estimates the received power of the signal S for each frequency component, ie for the signals S1, S2 and S3 respectively. Received power estimation can be implemented according to equation (2). Thus, the power estimator 302 outputs relative power values P1, P4, P7 for the signals S1, S2 and S3, respectively.

相关度值C1、C4和C7以及接收功率值P1、P4和P7馈送到组合器404,该组合器组合相关度值C1、C4和C7以及接收功率值P1、P4和P7以便产生一个相关度值C和一个接收功率值P。组合器404可以简单地是求和器,将相关度值C1、C4和C7一起求和。组合器404可以用相似方式将接收功率值P1、P4和P7一起求和。相关度值C和接收功率值然后馈送到除法器310以便产生用以实现确定接收的信号是所需信号S1还是噪声的判决度量。The correlation values C1, C4 and C7 and the received power values P1, P4 and P7 are fed to a combiner 404 which combines the correlation values C1, C4 and C7 and the received power values P1, P4 and P7 to produce one correlation value C and a received power value P. The combiner 404 may simply be a summer summing the correlation values C1, C4 and C7 together. Combiner 404 may sum received power values P1, P4, and P7 together in a similar manner. The correlation value C and the received power value are then fed to a divider 310 to generate a decision metric used to enable the determination of whether the received signal is the desired signal S1 or noise.

图5图示了本发明的又一实施方式。如果将无线电接收器100尝试检测的同一信号分集传输如数次传输,则无线电接收器100可以通过进行平均来提高判决度量的准确度。子载波选择器304同样选择已知包含所需信号(同步信号)的频率分量。因而,子载波选择器304可以针对新接收的无线电信号选择与为先前接收的无线电信号选择的频率分量相同的频率分量。另一方面,子载波选择器304可以针对新接收的无线电信号选择与为先前接收的无线电信号选择的频率分量不同的频率分量。例如,可以使用在不同时间的不同频率分量以便利用频率分集、由此提高信号检测过程的性能。可以根据上述任何方法来计算各自与不同的接收无线电信号关联的多个判决度量并且将这些判决度量从除法器310输入到平均单元500。平均单元500然后可以通过平均多个接收的判决度量来计算平均判决度量。对多个判决度量进行平均提高了信号检测机制的性能。例如,如果先传输的同步信号由于无线电信道中的严重衰落而为弱,则接收的同步信号可能未与参考信号充分地相关以便被检测到。但是如果随后传输的同一同步信号未受严重衰落的影响,则这一接收的同步信号与参考信号很好地相关并且可以在进行平均之后使判决度量上升到阈值水平以上从而检测到同步信号。Figure 5 illustrates yet another embodiment of the present invention. If the same signal that the radio receiver 100 is trying to detect is transmitted in diversity, eg several transmissions, the radio receiver 100 can improve the accuracy of the decision metric by averaging. The subcarrier selector 304 also selects frequency components known to contain the desired signal (synchronization signal). Thus, the subcarrier selector 304 can select the same frequency component for a newly received radio signal as the frequency component selected for a previously received radio signal. On the other hand, the subcarrier selector 304 may select a different frequency component for a newly received radio signal than a frequency component selected for a previously received radio signal. For example, different frequency components at different times can be used in order to take advantage of frequency diversity, thereby improving the performance of the signal detection process. A plurality of decision metrics, each associated with a different received radio signal, may be calculated according to any of the methods described above and input from the divider 310 to the averaging unit 500 . The averaging unit 500 may then calculate an average decision metric by averaging a plurality of received decision metrics. Averaging multiple decision metrics improves the performance of the signal detection mechanism. For example, if the previously transmitted synchronization signal was weak due to severe fading in the radio channel, the received synchronization signal may not correlate sufficiently with the reference signal to be detected. But if the same sync signal transmitted subsequently is not affected by severe fading, this received sync signal correlates well with the reference signal and can, after averaging, raise the decision metric above the threshold level to detect the sync signal.

接着将参照图6中的流程图来描述根据本发明一个实施方式在无线电接收器中实现的信号检测过程。该过程在方框600中开始。Next, a signal detection process implemented in a radio receiver according to one embodiment of the present invention will be described with reference to the flowchart in FIG. 6 . The process begins in block 600 .

在方框602中,在无线电接收器中接收无线电信号。在方框604中通过FFT将接收的无线电信号变换到频域中,由此获得接收的无线电信号的频域表示。在方框606中选择接收和变换的无线电信号的一个或者多个具体频率分量。如果无线电接收器尝试检测已知将要在多载波信号如OFDM信号的多个子载波上传输的信号,则选择与携带所需信号的子载波对应的频率分量。In block 602, a radio signal is received in a radio receiver. The received radio signal is transformed into the frequency domain by FFT in block 604, thereby obtaining a frequency domain representation of the received radio signal. One or more specific frequency components of the received and transformed radio signal are selected in block 606 . If a radio receiver attempts to detect a signal that is known to be transmitted on multiple subcarriers of a multicarrier signal, such as an OFDM signal, then the frequency component corresponding to the subcarrier carrying the desired signal is selected.

在方框608中,比较所选频率分量上的信号与参考信号,由此获得如下相关度值,该相关度值描述在所选频率分量上的信号与参考信号之间的相似度。可以通过将包括所选频率分量的单个信号与对应参考信号相关来实现相关。可选地,可以通过将各频率分量分别与同一频率分量的参考信号相关来实现相关。在前一情况中获得一个相关度值,而在后一情况中获得多个相关度值。可以根据具体组合机制组合多个相关度值。In block 608, the signal on the selected frequency component is compared to the reference signal, thereby obtaining a correlation value describing the similarity between the signal on the selected frequency component and the reference signal. Correlation may be achieved by correlating a single signal comprising selected frequency components with a corresponding reference signal. Optionally, the correlation may be implemented by correlating each frequency component with a reference signal of the same frequency component respectively. In the former case one correlation value is obtained, while in the latter case a plurality of correlation values are obtained. Multiple relevance values may be combined according to a specific combination mechanism.

在方框610中,为所选频率分量计算接收功率值。同样,可以通过计算代表每个所选频率分量的信号的功率来计算接收功率,或者可以分别为各频率分量计算接收功率。在后一情况中,可以根据具体组合机制组合频率分量的接收功率值。In block 610, received power values are calculated for the selected frequency components. Also, the received power may be calculated by calculating the power of a signal representing each selected frequency component, or the received power may be calculated for each frequency component separately. In the latter case, the received power values of the frequency components may be combined according to a specific combination mechanism.

根据在方框608中计算的相关度值和在方框610中计算的所选频率分量的接收功率值,在方框612中计算判决度量。可以通过将相关度值除以接收功率值来计算判决度量,由此标准化相关度值的功率、即从相关度值消除接收功率的影响。Based on the correlation value calculated in block 608 and the received power value of the selected frequency component calculated in block 610, a decision metric is calculated in block 612. The decision metric may be calculated by dividing the correlation value by the received power value, thereby normalizing the power of the correlation value, ie removing the influence of received power from the correlation value.

在方框614中,确定是否要计算另一判决度量。如果无线电接收器知道无线电接收器尝试检测的所需信号被多次传输,则无线电接收器可以选择利用这一分集传输的优点以便提高判决度量的准确度。如果在方框614中确定要计算另一度量,则该过程回到方框602。如果在方框614中确定将不计算另一判决度量,则该过程进行到方框616,其中计算所计算的判决度量的平均值。如果已经计算仅单个判决度量,则无需执行方框616。In block 614, it is determined whether another decision metric is to be calculated. If the radio receiver knows that a desired signal that the radio receiver is trying to detect is transmitted multiple times, the radio receiver may choose to take advantage of this diversity transmission in order to improve the accuracy of the decision metric. If it is determined in block 614 that another metric is to be calculated, then the process returns to block 602 . If in block 614 it is determined that another decision metric is not to be calculated, the process proceeds to block 616 where an average of the calculated decision metrics is calculated. If only a single decision metric has been calculated, block 616 need not be performed.

然后,该过程进行到方框618,其中判决度量(或者判决度量的平均值)与阈值做比较。如果判决度量高于阈值,则该过程进行到方框622,其中确定接收的信号为所需信号。另一方面,如果判决度量低于阈值,则该过程进行到方框620,其中确定接收的信号为噪声。该过程在方框624中结束。The process then proceeds to block 618, where the decision metric (or the average of the decision metric) is compared to a threshold. If the decision metric is above the threshold, the process proceeds to block 622 where it is determined that the received signal is the desired signal. On the other hand, if the decision metric is below the threshold, the process proceeds to block 620 where it is determined that the received signal is noise. The process ends in block 624 .

可以在如下无线电接收器中实现本发明的实施方式,该无线电接收器包括通信接口和以操作方式连接到通信接口108的处理单元104。处理单元104可以被配置用于执行结合图6的流程图和结合图3至图5描述的至少一些步骤。实施方式可以实施为如下计算机程序,该计算机程序包括用于执行如下计算机过程的指令,该计算机过程用于在无线电接收器中的信号检测。Embodiments of the invention may be implemented in a radio receiver comprising a communication interface and the processing unit 104 operatively connected to the communication interface 108 . The processing unit 104 may be configured to perform at least some of the steps described in connection with the flowchart of FIG. 6 and in connection with FIGS. 3-5 . An embodiment may be implemented as a computer program comprising instructions for executing a computer process for signal detection in a radio receiver.

计算机程序可以存储于计算机或者处理器可读的计算机程序分发介质上。计算机程序介质可以例如是但不限于电、磁、光、红外线或者半导体系统、设备或者传输介质。计算机程序介质可以包括以下介质中的至少一个介质:计算机可读介质、程序存储介质、记录介质、计算机可读存储器、随机存取存储器、可擦除可编程制度存储器、计算机可读软件分发包、计算机可读信号、计算机可读电信信号、计算机可读印刷物和计算机可读压缩软件包。The computer program can be stored on a computer program distribution medium readable by a computer or a processor. A computer program medium may be, for example but not limited to, an electronic, magnetic, optical, infrared or semiconductor system, device or transmission medium. The computer program medium may include at least one of the following: computer readable medium, program storage medium, recording medium, computer readable memory, random access memory, erasable programmable memory, computer readable software distribution package, Computer readable signals, computer readable telecommunication signals, computer readable printed matter and computer readable compressed software packages.

尽管上文根据附图参照示例已经描述了本发明,但是不言而喻本发明不限于此,而是可以在所附权利要求的范围内用若干方式修改本发明。Although the invention has been described above with reference to examples according to the accompanying drawings, it is self-evident that the invention is not restricted thereto but that it can be modified in several ways within the scope of the appended claims.

Claims (24)

1.一种在无线电接收器中的信号检测方法,所述方法包括:1. A method of signal detection in a radio receiver, said method comprising: 接收第一无线电信号;receiving a first radio signal; 将所述接收的第一无线电信号变换到频域中;transforming said received first radio signal into a frequency domain; 选择所述已变换的第一无线电信号的一个或者多个具体频率分量,由此获得位于所选一个或者多个频率分量的信号的频域表示;selecting one or more specific frequency components of said transformed first radio signal, thereby obtaining a frequency domain representation of the signal at the selected one or more frequency components; 将位于所选一个或者多个频率分量的所述信号的所述频域表示与参考信号相关,由此产生相关度值,所述相关度值描述在位于所选一个或者多个频率分量的所述信号与所述参考信号之间的相似度;correlating said frequency domain representation of said signal at the selected one or more frequency components with a reference signal, thereby generating a correlation value describing said frequency domain representation at the selected one or more frequency components the similarity between the signal and the reference signal; 为位于所选一个或者多个频率分量的所述信号估计接收功率值;estimating a received power value for said signal at the selected one or more frequency components; 根据所述相关度值和所述接收功率值来计算判决度量;以及computing a decision metric from said correlation value and said received power value; and 基于所述判决度量来确定位于所选一个或者多个频率分量的所述信号是所需信号还是噪声。Whether the signal at the selected one or more frequency components is a desired signal or noise is determined based on the decision metric. 2.根据权利要求1所述的方法,其中通过将所述相关度值除以所述接收功率值来计算所述判决度量。2. The method of claim 1, wherein the decision metric is calculated by dividing the correlation value by the received power value. 3.根据权利要求1所述的方法,其中通过比较所述判决度量与固定阈值并且基于所述比较来判决位于所选一个或者多个频率分量的所述信号是所需信号还是噪声来实现所述确定。3. The method according to claim 1 , wherein said decision metric is achieved by comparing said decision metric with a fixed threshold and deciding whether said signal at a selected one or more frequency components is a desired signal or noise based on said comparison. Said to confirm. 4.根据权利要求3所述的方法,其中如果所述判决度量高于所述阈值,则将位于所选一个或者多个频率分量的所述信号确定为所需信号,而如果所述判决度量低于所述阈值,则将位于所选一个或者多个频率分量的所述信号确定为噪声。4. The method according to claim 3, wherein if the decision metric is higher than the threshold, the signal located at the selected one or more frequency components is determined to be a desired signal, and if the decision metric Below the threshold, the signal at the selected one or more frequency components is determined to be noise. 5.根据权利要求1所述的方法,其中位于所选一个或者多个频率分量的所述信号的频域表示与所述参考信号的频域表示相关。5. The method of claim 1, wherein the frequency domain representation of the signal at the selected one or more frequency components is correlated with the frequency domain representation of the reference signal. 6.根据权利要求5所述的方法,其中选择多个频率分量,并且分别为各频率分量实现所述相关、所述接收功率估计和所述判决度量计算,由此获得多个判决度量,而所述方法还包括组合所述多个判决度量。6. The method according to claim 5, wherein a plurality of frequency components are selected, and the correlation, the received power estimation and the decision metric calculation are respectively implemented for each frequency component, thereby obtaining a plurality of decision metrics, and The method also includes combining the plurality of decision metrics. 7.根据权利要求1所述的方法,其中选择多个频率分量,并且分别为各频率分量实现所述相关、所述接收功率估计和所述判决度量计算,由此获得多个判决度量,而所述方法还包括组合所述多个判决度量。7. The method according to claim 1 , wherein a plurality of frequency components are selected, and the correlation, the received power estimation and the decision metric calculation are realized for each frequency component respectively, thereby obtaining a plurality of decision metrics, and The method also includes combining the plurality of decision metrics. 8.根据权利要求1所述的方法,还包括:8. The method of claim 1, further comprising: 接收至少一个其它无线电信号;receive at least one other radio signal; 为所述至少一个其它无线电信号执行与为所述接收的第一无线电信号执行的操作相同的频率分量选择、相关、接收功率估计和判决度量计算操作,由此获得多个判决度量;以及performing the same frequency component selection, correlation, received power estimation and decision metric computation operations for said at least one other radio signal as for said received first radio signal, thereby obtaining a plurality of decision metrics; and 为所述多个判决度量计算平均值。An average value is calculated for the plurality of decision metrics. 9.根据权利要求8所述的方法,其中为所述接收的至少一个其它无线电信号选择与为所述第一无线电信号选择的频率分量至少部分不同的一个或者多个频率分量。9. The method of claim 8, wherein one or more frequency components are selected for the received at least one other radio signal that are at least partially different from the frequency components selected for the first radio signal. 10.根据权利要求1所述的方法,其中所述无线电接收器被配置用于接收多载波无线电信号。10. The method of claim 1, wherein the radio receiver is configured to receive multi-carrier radio signals. 11.一种无线电接收器,包括:11. A radio receiver comprising: 通信接口,配置用于接收无线电信号,以及a communication interface configured to receive radio signals, and 处理单元,配置用于:通过所述通信接口接收第一无线电信号;将所述接收的第一无线电信号变换到频域中;选择所述已变换的第一无线电信号的一个或者多个具体频率分量,由此获得位于所选一个或者多个频率分量的信号的频域表示;将位于所选一个或者多个频率分量的所述信号的所述频域表示与参考信号相关,由此产生相关度值,所述相关度值描述在位于所选一个或者多个频率分量的所述信号与所述参考信号之间的相似度;为位于所选一个或者多个频率分量的所述信号估计接收功率值;根据所述相关度值和所述接收功率值来计算判决度量;以及基于所述判决度量来确定位于所选一个或者多个频率分量的所述信号是所需信号还是噪声。A processing unit configured to: receive a first radio signal via the communication interface; transform the received first radio signal into a frequency domain; select one or more specific frequencies of the transformed first radio signal component, thereby obtaining a frequency-domain representation of the signal at the selected one or more frequency components; correlating the frequency-domain representation of the signal at the selected one or more frequency components with a reference signal, thereby generating a correlation A degree value describing the similarity between the signal at the selected one or more frequency components and the reference signal; estimating reception for the signal at the selected one or more frequency components calculating a decision metric according to the correlation value and the received power value; and determining whether the signal at the selected one or more frequency components is a desired signal or noise based on the decision metric. 12.根据权利要求11所述的无线电接收器,其中所述处理单元还被配置用于通过将所述相关度值除以所述接收功率值来计算所述判决度量。12. The radio receiver of claim 11, wherein the processing unit is further configured to calculate the decision metric by dividing the correlation value by the received power value. 13.根据权利要求11所述的无线电接收器,其中所述处理单元还被配置用于通过比较所述判决度量与阈值并且基于所述比较来判决位于所选一个或者多个频率分量的所述信号是所需信号还是噪声来实现所述确定。13. The radio receiver according to claim 11 , wherein the processing unit is further configured to determine the frequency at the selected one or more frequency components by comparing the decision metric with a threshold and based on the comparison. The determination is made whether the signal is a desired signal or noise. 14.根据权利要求13所述的无线电接收器,其中所述处理单元还被配置用于如果所述判决度量高于所述阈值则将位于所选一个或者多个频率分量的所述信号确定为所需信号、而如果所述判决度量低于所述阈值则将位于所选一个或者多个频率分量的所述信号确定为噪声。14. The radio receiver according to claim 13 , wherein the processing unit is further configured to determine the signal at the selected one or more frequency components as determining the desired signal, and determining the signal at the selected one or more frequency components as noise if the decision metric is below the threshold. 15.根据权利要求11所述的无线电接收器,其中所述处理单元还被配置用于通过所述通信接口接收多载波无线电信号。15. The radio receiver of claim 11, wherein the processing unit is further configured to receive multi-carrier radio signals via the communication interface. 16.根据权利要求11所述的无线电接收器,其中所述处理单元还被配置用于将位于所选一个或者多个频率分量的所述信号的频域表示与所述参考信号的频域表示相关。16. The radio receiver according to claim 11 , wherein the processing unit is further configured to combine the frequency domain representation of the signal at the selected one or more frequency components with the frequency domain representation of the reference signal relevant. 17.根据权利要求16所述的无线电接收器,其中所述处理单元被配置用于:选择多个频率分量,并且分别为各频率分量实现所述相关、所述接收功率估计和所述判决度量计算,由此获得多个判决度量;以及组合所述多个判决度量。17. The radio receiver according to claim 16 , wherein the processing unit is configured to: select a plurality of frequency components, and implement the correlation, the received power estimation and the decision metric for each frequency component respectively computing, thereby obtaining a plurality of decision metrics; and combining the plurality of decision metrics. 18.根据权利要求11所述的无线电接收器,其中所述处理单元还被配置用于:选择多个频率分量,并且分别为各频率分量实现所述相关、所述接收功率估计和所述判决度量计算,由此获得多个判决度量;以及组合所述多个判决度量。18. The radio receiver according to claim 11 , wherein the processing unit is further configured to: select a plurality of frequency components, and implement the correlation, the received power estimation and the decision for each frequency component respectively metric computation, whereby a plurality of decision metrics are obtained; and combining the plurality of decision metrics. 19.根据权利要求11所述的无线电接收器,其中所述处理单元还被配置用于:通过所述通信接口接收至少一个其它无线电信号;为所述至少一个其它无线电信号执行与为所述接收的第一无线电信号执行的操作相同的频率分量选择、相关、接收功率估计和判决度量计算操作,由此获得多个判决度量;以及为所述多个判决度量计算平均值。19. The radio receiver according to claim 11 , wherein the processing unit is further configured to: receive at least one other radio signal through the communication interface; The same frequency component selection, correlation, received power estimation, and decision metric calculation operations are performed on the first radio signal, thereby obtaining a plurality of decision metrics; and calculating an average value for the plurality of decision metrics. 20.根据权利要求19所述的无线电接收器,其中所述处理单元还被配置用于为所述接收的至少一个其它无线电信号选择与为所述第一无线电信号选择的频率分量至少部分不同的一个或者多个频率分量。20. The radio receiver according to claim 19, wherein the processing unit is further configured to select for the received at least one other radio signal a frequency component at least partly different from the frequency component selected for the first radio signal. One or more frequency components. 21.一种用于在无线通信网络中使用的移动终端,所述移动终端包括无线电接收器,所述无线电接收器被配置用于:接收第一无线电信号;将所述接收的第一无线电信号变换到频域中;选择所述已变换的第一无线电信号的一个或者多个具体频率分量,由此获得位于所选一个或者多个频率分量的信号的频域表示;将位于所选一个或者多个频率分量的所述信号的所述频域表示与参考信号相关,由此产生相关度值,所述相关度值描述在位于所选一个或者多个频率分量的所述信号与所述参考信号之间的相似度;为位于所选一个或者多个频率分量的所述信号估计接收功率值;根据所述相关度值和所述接收功率值来计算判决度量;以及基于所述判决度量来确定位于所选一个或者多个频率分量的所述信号是所需信号还是噪声。21. A mobile terminal for use in a wireless communication network, said mobile terminal comprising a radio receiver configured to: receive a first radio signal; transmit said received first radio signal transforming into the frequency domain; selecting one or more specific frequency components of said transformed first radio signal, thereby obtaining a frequency domain representation of a signal located at the selected one or more frequency components; said frequency domain representation of said signal at a plurality of frequency components is correlated with a reference signal, thereby yielding a correlation value describing the relationship between said signal at a selected one or more frequency components and said reference signal. a degree of similarity between signals; estimating a received power value for the signal located at the selected one or more frequency components; calculating a decision metric based on the correlation value and the received power value; and determining a decision metric based on the decision metric A determination is made as to whether the signal at the selected one or more frequency components is a desired signal or noise. 22.一种无线电接收器,包括:22. A radio receiver comprising: 装置,其用于接收第一无线电信号;means for receiving a first radio signal; 装置,其用于将所述接收的第一无线电信号变换到频域中;means for transforming said received first radio signal into a frequency domain; 装置,其用于选择所述已变换的第一无线电信号的一个或者多个具体频率分量、由此获得位于所选一个或者多个频率分量的信号的频域表示;means for selecting one or more specific frequency components of said transformed first radio signal, thereby obtaining a frequency domain representation of the signal at the selected one or more frequency components; 装置,其用于将位于所选一个或者多个频率分量的所述信号的所述频域表示与参考信号相关、由此产生相关度值,所述相关度值描述在位于所选一个或者多个频率分量的所述信号与所述参考信号之间的相似度;means for correlating said frequency domain representation of said signal at a selected one or more frequency components with a reference signal, thereby generating a correlation value describing a frequency domain at a selected one or more frequency components The similarity between the signal of frequency components and the reference signal; 装置,其用于为位于所选一个或者多个频率分量的所述信号估计接收功率值;means for estimating a received power value for said signal at a selected one or more frequency components; 装置,其用于根据所述相关度值和所述接收功率值来计算判决度量;以及means for computing a decision metric from said correlation value and said received power value; and 装置,其用于基于所述判决度量来确定位于所选一个或者多个频率分量的所述信号是所需信号还是噪声。means for determining whether the signal at the selected one or more frequency components is a desired signal or noise based on the decision metric. 23.一种计算机可读的计算机程序分发介质,对用于执行计算机过程的计算机程序指令进行编码,所述计算机过程用于在无线电接收器中的信号检测,所述过程包括:23. A computer readable computer program distribution medium encoding computer program instructions for executing a computer process for signal detection in a radio receiver, the process comprising: 接收第一无线电信号;receiving a first radio signal; 将所述接收的第一无线电信号变换到频域中;transforming said received first radio signal into a frequency domain; 选择所述已变换的第一无线电信号的一个或者多个具体频率分量,由此获得位于所选一个或者多个频率分量的信号的频域表示;selecting one or more specific frequency components of said transformed first radio signal, thereby obtaining a frequency domain representation of the signal at the selected one or more frequency components; 将位于所选一个或者多个频率分量的所述信号的所述频域表示与参考信号相关,由此产生相关度值,所述相关度值描述在位于所选一个或者多个频率分量的所述信号与所述参考信号之间的相似度;correlating said frequency domain representation of said signal at the selected one or more frequency components with a reference signal, thereby generating a correlation value describing said frequency domain representation at the selected one or more frequency components the similarity between the signal and the reference signal; 为位于所选一个或者多个频率分量的所述信号估计接收功率值;estimating a received power value for said signal at the selected one or more frequency components; 根据所述相关度值和所述接收功率值来计算判决度量;以及computing a decision metric from said correlation value and said received power value; and 基于所述判决度量来确定位于所选一个或者多个频率分量的所述信号是所需信号还是噪声。Whether the signal at the selected one or more frequency components is a desired signal or noise is determined based on the decision metric. 24.根据权利要求23所述的计算机程序分发介质,所述分发介质包括以下介质中的至少一个介质:计算机可读介质、程序存储介质、记录介质、计算机可读存储器、计算机可读软件分发包、计算机可读信号、计算机可读电信信号和计算机可读压缩软件包。24. The computer program distribution medium of claim 23, said distribution medium comprising at least one of the following: a computer readable medium, a program storage medium, a recording medium, a computer readable memory, a computer readable software distribution package , computer readable signals, computer readable telecommunications signals and computer readable compressed software packages.
CN200780021607.6A 2006-04-27 2007-04-25 Signal detection method and device in multicarrier communication system Active CN101467412B (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US11/412,472 2006-04-27
US11/412,472 US8045927B2 (en) 2006-04-27 2006-04-27 Signal detection in multicarrier communication system
PCT/FI2007/050222 WO2007125167A1 (en) 2006-04-27 2007-04-25 Signal detection in multicarrier communication system

Publications (2)

Publication Number Publication Date
CN101467412A true CN101467412A (en) 2009-06-24
CN101467412B CN101467412B (en) 2013-03-20

Family

ID=38648920

Family Applications (1)

Application Number Title Priority Date Filing Date
CN200780021607.6A Active CN101467412B (en) 2006-04-27 2007-04-25 Signal detection method and device in multicarrier communication system

Country Status (6)

Country Link
US (1) US8045927B2 (en)
EP (1) EP2016731B1 (en)
JP (1) JP5154544B2 (en)
KR (1) KR101060392B1 (en)
CN (1) CN101467412B (en)
WO (1) WO2007125167A1 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103747462A (en) * 2014-01-09 2014-04-23 中国联合网络通信集团有限公司 CSFB (Circuit Switched Fall Back) signal detection method and device

Families Citing this family (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8045927B2 (en) * 2006-04-27 2011-10-25 Nokia Corporation Signal detection in multicarrier communication system
US7864884B2 (en) * 2006-04-27 2011-01-04 Nokia Corporation Signal detection in OFDM system
US8780936B2 (en) * 2006-05-22 2014-07-15 Qualcomm Incorporated Signal acquisition for wireless communication systems
CN101690061B (en) * 2007-07-13 2013-05-22 汤姆森许可贸易公司 Spectrum sensing for OFDM signals by using pilot tones
US8218492B2 (en) * 2009-06-26 2012-07-10 Intel Corporation Apparatus, systems and methods for switching MIMO transmission techniques in wireless communication systems
JP5130276B2 (en) * 2009-11-18 2013-01-30 株式会社エヌ・ティ・ティ・ドコモ Wireless base station
KR101271430B1 (en) 2009-11-30 2013-06-05 한국전자통신연구원 Method and apparatus for detecting received signal in wireless communication systems
US20110194630A1 (en) * 2010-02-10 2011-08-11 Yang Hua-Lung Systems and methods for reporting radio link failure
JP5321499B2 (en) * 2010-02-23 2013-10-23 セイコーエプソン株式会社 Signal acquisition method
JP5321500B2 (en) * 2010-02-23 2013-10-23 セイコーエプソン株式会社 Signal acquisition method
JP2011211514A (en) * 2010-03-30 2011-10-20 Nec Corp Failure prediction apparatus, failure prediction method, electromagnetic interference detection apparatus, electromagnetic interference detection method, and control program
RU2473169C1 (en) * 2011-11-18 2013-01-20 Федеральное государственное казенное военное образовательное учреждение высшего профессионального образования "ВОЕННАЯ АКАДЕМИЯ СВЯЗИ имени Маршала Советского Союза С.М. Буденного" Министерства обороны Российской Федерации Method for automatic signal detection
US8693561B2 (en) 2012-03-16 2014-04-08 Posedge Inc. Receive signal detection of multi-carrier signals
KR101903429B1 (en) 2012-08-07 2018-10-02 삼성전자주식회사 Method and device for detecting received signal using median absolute deviation
US10164737B2 (en) * 2015-03-18 2018-12-25 Infineon Technologies Ag SPC sensor interface with partial parity protection
US10230492B2 (en) 2017-01-04 2019-03-12 Samsung Electronics Co., Ltd System and method for blind detection of numerology
JP7068601B2 (en) * 2017-03-30 2022-05-17 日本電気株式会社 Multitone signal detection device, multitone signal detection method and program
JP7065404B2 (en) * 2017-11-21 2022-05-12 パナソニックIpマネジメント株式会社 Identification device and identification method
EP3489851B1 (en) * 2017-11-21 2021-07-07 Panasonic Intellectual Property Management Co., Ltd. Identification device and identification method

Family Cites Families (107)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5444697A (en) * 1993-08-11 1995-08-22 The University Of British Columbia Method and apparatus for frame synchronization in mobile OFDM data communication
GB2309868A (en) * 1996-01-30 1997-08-06 Sony Corp Radio receiver detects FCCH synchronising signal
US5966188A (en) 1996-12-26 1999-10-12 Samsung Electronics Co., Ltd. Decimation of baseband DTV signals prior to channel equalization in digital television signal receivers
JPH10322408A (en) * 1997-03-19 1998-12-04 Sony Corp Receiver and signal reception method
US6052406A (en) * 1997-05-02 2000-04-18 Itt Manufacturing Enterprises, Inc. Frequency hopping synchronization and tracking in a digital communication system
US5953365A (en) * 1997-05-08 1999-09-14 Sicom, Inc. Interference-tolerant spread-spectrum receiver and method therefor
US5852630A (en) 1997-07-17 1998-12-22 Globespan Semiconductor, Inc. Method and apparatus for a RADSL transceiver warm start activation procedure with precoding
JPH1141114A (en) * 1997-07-18 1999-02-12 Sony Corp Transmitting device and receiving device and communication method and radio communication system
JPH1168696A (en) * 1997-08-19 1999-03-09 Sony Corp Communication method, transmission equipment, reception equipment and cellular radio communication system
JPH1198066A (en) * 1997-09-19 1999-04-09 Hitachi Denshi Ltd Demodulator and demodulation method
KR100234330B1 (en) 1997-09-30 1999-12-15 윤종용 The grard interval length detection for OFDM system and method thereof
JP3821331B2 (en) * 1997-10-31 2006-09-13 ソニー株式会社 Communication terminal device, cellular radio communication system, and information communication method
US6330292B1 (en) 1997-11-11 2001-12-11 Telefonaktiebolaget Lm Ericsson Reduced power matched filter
US7430257B1 (en) * 1998-02-12 2008-09-30 Lot 41 Acquisition Foundation, Llc Multicarrier sub-layer for direct sequence channel and multiple-access coding
US6310896B1 (en) 1998-05-13 2001-10-30 Globespan, Inc. System and method for data sequence correlation in the time domain
KR100442816B1 (en) * 1998-07-08 2004-09-18 삼성전자주식회사 Orthogonal Frequency Division Multiplexing (OFDM) Receiver Synchronization Method and Apparatus
JP2000036314A (en) * 1998-07-16 2000-02-02 Ishikawajima Harima Heavy Ind Co Ltd Reformer with recirculation line
KR100510637B1 (en) 1998-11-07 2006-02-28 엘지전자 주식회사 Synchronous Detection Device in DVB System
JP3085944B2 (en) 1999-02-15 2000-09-11 三菱電機株式会社 Receiver for OFDM communication system
JP3721003B2 (en) * 1999-04-01 2005-11-30 沖電気工業株式会社 Tone signal detection method and tone signal detector
AU740804B2 (en) * 1999-07-19 2001-11-15 Nippon Telegraph & Telephone Corporation OFDM packet communication receiver system
US7092881B1 (en) * 1999-07-26 2006-08-15 Lucent Technologies Inc. Parametric speech codec for representing synthetic speech in the presence of background noise
JP3412689B2 (en) 1999-08-26 2003-06-03 日本電気株式会社 Mobile phone
JP3349477B2 (en) * 1999-09-08 2002-11-25 三洋電機株式会社 Mobile communication device, mobile communication system, and communication channel assignment request method
US6473733B1 (en) * 1999-12-01 2002-10-29 Research In Motion Limited Signal enhancement for voice coding
US6631169B1 (en) * 1999-12-27 2003-10-07 Syncomm Technology Corporation Apparatus and method for GMSK baseband modulation based on a reference phase to be simplified
AU2001229297A1 (en) * 2000-01-10 2001-07-24 Airnet Communications Corporation Method and apparatus for equalization in transmit and receive levels in a broadband transceiver system
US6888879B1 (en) * 2000-02-24 2005-05-03 Trimble Navigation Limited Method and apparatus for fast acquisition and low SNR tracking in satellite positioning system receivers
EP1317532A2 (en) * 2000-04-13 2003-06-11 Genome Therapeutics Corp. Novel human gene relating to respiratory diseases, obesity, and inflammatory bowel disease
US7079480B2 (en) * 2000-10-28 2006-07-18 Agee Brian G Enhancing security and efficiency of wireless communications through structural embedding
US6792107B2 (en) * 2001-01-26 2004-09-14 Lucent Technologies Inc. Double-talk detector suitable for a telephone-enabled PC
US7043242B2 (en) * 2001-01-31 2006-05-09 Nokia Corporation Measurement method and device for activating interfrequency handover in a wireless telecommunication network
FR2820507B1 (en) * 2001-02-07 2003-03-28 Onera (Off Nat Aerospatiale) REJECTION OF CLOTS IN A PASSIVE RADAR RECEIVER OF OFDM SIGNALS
US20030002471A1 (en) * 2001-03-06 2003-01-02 Crawford James A. Method for estimating carrier-to-noise-plus-interference ratio (CNIR) for OFDM waveforms and the use thereof for diversity antenna branch selection
US20020164968A1 (en) * 2001-03-06 2002-11-07 Magis Networks, Inc. Probing scheme for diversity antenna branch selection
US20020160737A1 (en) * 2001-03-06 2002-10-31 Magis Networks, Inc. Method and apparatus for diversity antenna branch selection
US7027429B2 (en) 2001-06-19 2006-04-11 Flarion Technologies, Inc. Method and apparatus for time and frequency synchronization of OFDM communication systems
JP3427381B2 (en) * 2001-06-20 2003-07-14 富士通株式会社 Noise cancellation method and apparatus
JP3668160B2 (en) * 2001-08-14 2005-07-06 日本電信電話株式会社 Radio channel communication frequency channel identification method and radio packet communication receiver
JP3782330B2 (en) * 2001-09-14 2006-06-07 富士通株式会社 OFDM receiving method and OFDM receiving apparatus
US7447163B1 (en) * 2001-09-25 2008-11-04 Atheros Communications, Inc. Method and system for testing and optimizing the performance of a radio communication device
US6993291B2 (en) * 2001-10-11 2006-01-31 Nokia Corporation Method and apparatus for continuously controlling the dynamic range from an analog-to-digital converter
US7548506B2 (en) * 2001-10-17 2009-06-16 Nortel Networks Limited System access and synchronization methods for MIMO OFDM communications systems and physical layer packet and preamble design
GB2381417A (en) * 2001-10-24 2003-04-30 Ipwireless Inc Transmission power control based on path loss
FR2834072B1 (en) * 2001-12-26 2006-08-04 Onera (Off Nat Aerospatiale) FALSE REJECTION IN PASSIVE SIGNAL RADAR RECEPTOR TO OFDM WITH ANTENNA NETWORK
JP3860762B2 (en) * 2002-02-14 2006-12-20 株式会社エヌ・ティ・ティ・ドコモ Mobile communication system, channel synchronization establishment method, and mobile station
US6687492B1 (en) * 2002-03-01 2004-02-03 Cognio, Inc. System and method for antenna diversity using joint maximal ratio combining
US7092452B2 (en) * 2002-03-25 2006-08-15 Bae Systems Information And Electronic Systems Integration Inc Co-channel interference receiver
US6868119B2 (en) * 2002-04-12 2005-03-15 Pctel, Inc. Power supply tone compensation for voice band modems
AU2003903826A0 (en) * 2003-07-24 2003-08-07 University Of South Australia An ofdm receiver structure
EP1551120A1 (en) * 2002-05-17 2005-07-06 Matsushita Electric Industrial Co., Ltd. Receiving device, receiving method, and device for measuring transmission channel characteristic
SG111072A1 (en) 2002-07-03 2005-05-30 Oki Techno Ct Singapore Pte Receiver and method for wlan burst type signals
KR20040009938A (en) * 2002-07-26 2004-01-31 주식회사 오픈솔루션 Apparatus and method for recovery symbol timing in the ofdm system
EP1408625A3 (en) * 2002-10-11 2006-09-06 Matsushita Electric Industrial Co., Ltd. Diversity receiver and diversity receiving method for FDM signals
EP1557962A4 (en) * 2002-10-28 2011-06-15 Mitsubishi Electric Corp DIVERSITY RECEIVING DEVICE AND CORRESPONDING METHOD
US7295637B2 (en) * 2002-11-04 2007-11-13 Broadcom Corporation Method and apparatus for diversity combining and co-channel interference suppression
JP4298320B2 (en) * 2002-11-08 2009-07-15 富士通株式会社 Receiver for OFDM transmission system
KR100479864B1 (en) * 2002-11-26 2005-03-31 학교법인 중앙대학교 Method and apparatus embodying and synchronizing downlink signal in mobile communication system and method for searching cell using the same
JP3697714B2 (en) * 2003-01-15 2005-09-21 ソニー株式会社 Communication apparatus and communication method
US7738437B2 (en) * 2003-01-21 2010-06-15 Nortel Networks Limited Physical layer structures and initial access schemes in an unsynchronized communication network
EP1443498B1 (en) * 2003-01-24 2008-03-19 Sony Ericsson Mobile Communications AB Noise reduction and audio-visual speech activity detection
JP2004274603A (en) * 2003-03-11 2004-09-30 Sony Corp Ofdm receiver
KR100528332B1 (en) 2003-03-15 2006-01-09 삼성전자주식회사 Initial Frequency Synchronization Method and Apparatus in ODDM System
WO2004086708A1 (en) * 2003-03-28 2004-10-07 Intel Corporation Method and apparatus for ofdm symbol timing synchronization
US7433296B2 (en) * 2003-05-29 2008-10-07 Silicon Integrated Systems Corp. Mode detection for OFDM signals
CN102170417B (en) * 2003-06-19 2016-01-20 索尼株式会社 Time of delay computing unit and method
US6954643B2 (en) * 2003-06-25 2005-10-11 Arraycomm Llc Criteria for base station selection, including handover, in a wireless communication system
JP4356392B2 (en) * 2003-08-07 2009-11-04 パナソニック株式会社 Communication device
US7586884B2 (en) * 2003-08-15 2009-09-08 Qualcomm Incorporated Joint packet detection in wireless communication system with one or more receiver
US7110756B2 (en) * 2003-10-03 2006-09-19 Cognio, Inc. Automated real-time site survey in a shared frequency band environment
US7366089B2 (en) * 2003-10-08 2008-04-29 Atheros Communications, Inc. Apparatus and method of multiple antenna receiver combining of high data rate wideband packetized wireless communication signals
US6922549B2 (en) * 2003-10-31 2005-07-26 Cisco Technology, Inc. Error vector magnitude selection diversity metric for OFDM
KR100521133B1 (en) * 2003-12-22 2005-10-12 삼성전자주식회사 Apparatus and method of ranging channel receiver in orthogonal frequency division multiple access system
KR20050066562A (en) * 2003-12-26 2005-06-30 삼성전자주식회사 Method for embodying frame preamble in wireless communication based on ofdm, and method for acquiring frame synchronization and searching cells using the preamble
US7760823B2 (en) * 2003-12-29 2010-07-20 Nokia Corporation Apparatus, and associated method, for detecting packets
JP4012167B2 (en) * 2004-03-31 2007-11-21 株式会社東芝 Wireless communication system
US7720106B2 (en) * 2004-03-31 2010-05-18 Fujitsu Limited Circuit for synchronizing symbols of OFDM signal
JP4366589B2 (en) * 2004-03-31 2009-11-18 日本電気株式会社 Carrier detection method / program / program recording medium / circuit, receiver
KR100663489B1 (en) * 2004-04-16 2007-01-02 삼성전자주식회사 Cell detection method and apparatus in orthogonal division multiple access system
EP1742401A1 (en) * 2004-05-07 2007-01-10 Matsushita Electric Industrial Co., Ltd. Ofdm receiver apparatus and ofdm receiving method
TW200607272A (en) * 2004-05-11 2006-02-16 Matsushita Electric Industrial Co Ltd OFDM reception apparatus and method
US7254200B2 (en) * 2004-05-13 2007-08-07 Hellosoft, Inc. System and method for frequency burst detection for GSM/GPRS
US8068530B2 (en) 2004-06-18 2011-11-29 Qualcomm Incorporated Signal acquisition in a wireless communication system
JP4409395B2 (en) * 2004-07-13 2010-02-03 富士通株式会社 Propagation path estimation method and estimation apparatus
JP4181093B2 (en) * 2004-07-16 2008-11-12 株式会社東芝 Wireless communication system
CN1753395A (en) * 2004-09-24 2006-03-29 松下电器产业株式会社 Symbol timing method for multi-antenna wireless communication system
US20060068831A1 (en) * 2004-09-30 2006-03-30 Stewart Kenneth A Predictive power control in a digital diversity receiver
US20060153283A1 (en) * 2005-01-13 2006-07-13 Scharf Louis L Interference cancellation in adjoint operators for communication receivers
WO2006080180A1 (en) * 2005-01-31 2006-08-03 Sharp Kabushiki Kaisha Wireless transmitter and wireless receiver
US7570666B2 (en) * 2005-02-01 2009-08-04 Industrial Technology Research Institute Method and apparatus for guard interval detection in multi-carrier receiver
KR101002872B1 (en) 2005-02-07 2010-12-21 삼성전자주식회사 Automatic Gain Control Apparatus and Method in Orthogonal Frequency Division Multiple Access System
WO2006092899A1 (en) * 2005-02-28 2006-09-08 Mitsubishi Denki Kabushiki Kaisha Communication device and communication method
US7379445B2 (en) * 2005-03-31 2008-05-27 Yongfang Guo Platform noise mitigation in OFDM receivers
CN100525713C (en) * 2005-06-10 2009-08-12 深圳迈瑞生物医疗电子股份有限公司 Method for extracting envelope curve of sound spectrogram
US8311819B2 (en) * 2005-06-15 2012-11-13 Qnx Software Systems Limited System for detecting speech with background voice estimates and noise estimates
JP2007006264A (en) * 2005-06-24 2007-01-11 Toshiba Corp Diversity receiver
US7587016B2 (en) * 2005-07-20 2009-09-08 Broadcom Corporation MIMO timing recovery
US8466836B2 (en) * 2005-08-31 2013-06-18 CSR Technology Holdings Inc. Fast fourier transform with down sampling based navigational satellite signal tracking
US8139683B2 (en) 2005-09-09 2012-03-20 Freescale Semiconductor, Inc. Receiver and a method for channel estimation
US7675888B2 (en) * 2005-09-14 2010-03-09 Texas Instruments Incorporated Orthogonal frequency division multiplexing access (OFDMA) ranging
US8594151B2 (en) * 2005-10-31 2013-11-26 Nokia Corporation Pilot sequence detection
EP1798925B1 (en) * 2005-12-14 2009-04-01 Telefonaktiebolaget LM Ericsson (publ) Method and device for signal processing
EP1977539A4 (en) * 2006-01-06 2013-08-21 Nokia Corp DEDICATED SYNCHRONIZATION SIGNAL FOR AN OFDMA SYSTEM
US8045927B2 (en) * 2006-04-27 2011-10-25 Nokia Corporation Signal detection in multicarrier communication system
US7864884B2 (en) * 2006-04-27 2011-01-04 Nokia Corporation Signal detection in OFDM system
WO2008021473A2 (en) * 2006-08-17 2008-02-21 Feintuch Paul L Global positioning system using broadband noise reduction
US7646704B2 (en) * 2006-10-31 2010-01-12 Motorola, Inc. Method and apparatus for spur cancellation in an orthogonal frequency division multiplexing communication system

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103747462A (en) * 2014-01-09 2014-04-23 中国联合网络通信集团有限公司 CSFB (Circuit Switched Fall Back) signal detection method and device

Also Published As

Publication number Publication date
KR20090008412A (en) 2009-01-21
US8045927B2 (en) 2011-10-25
JP2009534971A (en) 2009-09-24
CN101467412B (en) 2013-03-20
EP2016731A1 (en) 2009-01-21
JP5154544B2 (en) 2013-02-27
EP2016731A4 (en) 2014-03-26
US20070254594A1 (en) 2007-11-01
KR101060392B1 (en) 2011-08-29
WO2007125167A1 (en) 2007-11-08
EP2016731B1 (en) 2018-09-12

Similar Documents

Publication Publication Date Title
CN101467412B (en) Signal detection method and device in multicarrier communication system
US7864884B2 (en) Signal detection in OFDM system
JP2008532379A (en) Method and apparatus for synchronizing a radio receiver
CN101909024B (en) Method and device for estimating maximum Doppler frequency offset
US7616723B2 (en) Method for symbol timing synchronization and apparatus thereof
US7751351B2 (en) Disturbing signal detecting device for detecting a disturbing signal and OFDM receiver using the same
CN101378310A (en) Method for detecting signals based on frequency domain characteristics and related receiver
US7881410B2 (en) Apparatus and method for detecting user in a communication system
US8218423B2 (en) Ranging apparatus and method for improving ranging performance in OFDMA system
CN108306721B (en) Communication frequency band detection method and device
KR101173664B1 (en) Apparatus and method for transmiting and receiving synchronization channel
JP5042072B2 (en) Wireless device and signal detection method
US7257175B2 (en) Method and apparatus for periodic signal detection in OFDM/DMT systems
KR20100065077A (en) Method for estimating timing offset to downlink signal in wireless communication system and apparatus thereof
JP3793534B2 (en) OFDM receiving apparatus and OFDM signal receiving method
US8121203B1 (en) Ranging code detection
KR102005616B1 (en) Digital audio broadcasting system based on ofdm and method of mode and frame detection using the same
KR101346436B1 (en) Apparatus and method of estimating channel using adaptive channel estimation window in wireless communication based on CAZAC sequence
JP2013183226A (en) Communication system and transmission/reception method
US20240275639A1 (en) Communication apparatus, communication system, communication method, control circuit, and storage medium
US8867634B2 (en) Method and appratus for spectrum sensing for OFDM systems employing pilot tones
EP1966963B1 (en) Apparatus and methods for determining timing in a communication system
CN105471519B (en) Energy detection method and device of OFDM system in cognitive radio network
WO2021149366A1 (en) Timing detection method and wireless communication device
KR100693756B1 (en) 신호 Wireless signal detection apparatus and method in system

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
C41 Transfer of patent application or patent right or utility model
TR01 Transfer of patent right

Effective date of registration: 20160112

Address after: Espoo, Finland

Patentee after: Technology Co., Ltd. of Nokia

Address before: Espoo, Finland

Patentee before: Nokia Oyj